MDC Coding on MIMIC Note IV (test)
4.8F1 ScoreMedTPE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MedTPEBackbone=Llama3-1B, Compression Method=MedTPE2026.05 | 4.8 | 99.4 | 2.7 | 26.1 | |
| LLMLingua2Backbone=Qwen2.5-1.5B, Compression Method=LLMLingua22026.05 | 4 | 92.8 | 4.1 | 25.1 | |
| MedTPEBackbone=Qwen2.5-1.5B, Compression Method=MedTPE2026.05 | 3.6 | 99.9 | 3.5 | 25.1 | |
| Qwen2.5-1.5BBackbone=Qwen2.5-1.5B, Compression Method=None2026.05 | 3.5 | 100 | 9.3 | — | |
| Llama3-1BBackbone=Llama3-1B, Compression Method=None2026.05 | 1.9 | 76.3 | 11.7 | — | |
| LLMLingua2Backbone=Llama3-1B, Compression Method=LLMLingua22026.05 | 1 | 63.3 | 6.9 | 26.1 |